Ümit Kaan Usta

caveman. 🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

gitlord. Agent orchestration framework with Git-backed storage. Every turn is a Git commit - inspectable, rewindable, forkable.

mimic. Intercept any app, then call it from Python like a library

colibri. Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

markitdown. Python tool for converting files and office documents to Markdown.

ECC. The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

TradingAgents. TradingAgents: Multi-Agents LLM Financial Trading Framework

AlpacaTradingAgent. AlpacaTradingAgent: Multi-Agents LLM Financial Trading Framework and perform trades on alpaca

TPGN. Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.

claw-code. An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

x402. A payments protocol for the internet. Built on HTTP.

predmarket. A unified SDK for prediction markets

PredictionMarketBench. A benchmark for backtesting prediction market trading agents using real Kalshi market replay data.

pmxt. CCXT for prediction markets. PMXT is a unified API for trading on Polymarket, Kalshi, and more.

snes-gpt. micro-gpt in ASM on the Super Nintendo

clob-client. Typescript client for the Polymarket CLOB

symphony. Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

iranwarcost.com. JavaScript

prediction-market-analysis. A framework for collecting and analyzing prediction market data, including the largest publicly available dataset of Polymarket and Kalshi market and trade data.

react-doctor. Your agent writes bad React. This catches it

vdb. A header-only C vector database library

worldmonitor. Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

marketingskills. Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

Speculative-Sampling. Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind

knowledge-work-plugins. Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

GeoSentinel. **GeoSentinel** is a geospatial monitoring platform that tracks global movement in real time. It aggregates ship and flight routes, live coordinates, and geodata into a unified system, providing clear geographic and geopolitical awareness for analysis, visualization, and decision-making.

gdelt-doc-api. A Python client for the GDELT 2.0 Doc API

scx_horoscope. Astrological CPU Scheduler

didi-instruct. [ICLR 2026] Discrete Diffusion Divergence Instruct (DiDi-Instruct)

ccusage. npx ccusage

c-from-scratch. Learn to build safety-critical systems in C. Prove first, code second.

AlphaGPT. 基于深度强化学习的开源自动因子工厂。

stat_rethinking_2026. Statistical Rethinking Course 2026

x-algorithm. Algorithm powering the For You feed on X

kip. A programming language in Turkish where grammatical case and mood are part of the type system.

merchants. curated collection of online stores that implement UCP

ihale-mcp. MCP Server for Turkish Government Tenders

wh-financial-disclosures. Data collection and analysis around the financial disclosures from the Office of Government Ethics

pfd-parser. Alpha-quality parser for Office of Government ethics form 278 public financial disclosure PDFs

borsapy. Python library for Turkish financial markets - BIST stocks, forex, crypto, funds, inflation

airllm. Runs 405B LLMs on 8GB VRAM

senator-filings. Scrape public filings of the buy + sell orders of U.S. senators and calculate their returns

DeepGEMM. DeepGEMM: clean and efficient BLAS kernel library on GPU

mlx. MLX: An array framework for Apple silicon

TimeBridge. Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)

opencode. The open source coding agent.

beartype. Unbearably fast near-real-time pure-Python runtime-static type-checker.

agentskills. Specification and documentation for Agent Skills

history-llms. Information hub for our project training the largest possible historical LLMs.

poly-kalshi-arb. Rust

claude-plugins. Lightweight registry to discover, install, and manage all public Claude plugins and agent skills for your favourite AI coding agent.

wa-tunnel. Tunneling Internet traffic over Whatsapp

hummingbot-api. Backend API to orchestrate multiple bots

nofx. Your AI trading terminal assistant for US stocks, commodities, forex, and crypto.

nanochat. The best ChatGPT that $100 can buy.

deda. Python

dspy. DSPy: The framework for programming—not prompting—language models

AP2. Building a Secure and Interoperable Future for AI-Driven Payments.

spec-kit. 💫 Toolkit to help you get started with Spec-Driven Development

tiny-llm. A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.

parlant. Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

polycurve. Curve fitting to noisy points with any dimension, with polynomials of any degree. Adjustable resolution and smoothess.

harmony. Renderer for the harmony response format to be used with gpt-oss

gpt-oss. gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI

KittenTTS. State-of-the-art TTS model under 25MB 😻

FAN. Python

time-series-fm-dataset. Dataset used in our workshop paper "Performance of Zero-Shot Time Series Foundation Models on Cloud Data."

linear-forecasting. Official repository for "An Analysis of Linear Time Series Forecasting Models"

RTSF. Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

nanoGPT. The simplest, fastest repository for training/finetuning medium-sized GPTs.

AP. [ICML 2025] When Will It Fail? Anomaly to Prompt for Forecasting Future Anomalies in Time Series

MTST. Python

PS_Loss. Python

TimeCapsuleLLM. A LLM trained only on data from certain time periods to reduce modern bias

dict-unpacking-at-home. can we have dict unpacking in python?

context-engineering-intro. Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply this strategy with any AI coding assistant!

openai-cs-agents-demo. Demo of a customer service use case implemented with the OpenAI Agents SDK

miniDiffusion. A reimplementation of Stable Diffusion 3.5 in pure PyTorch

boltz. Official repository for the Boltz biomolecular interaction models

ovld. Advanced multiple dispatch for Python functions

agenticSeek. Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.

davia-app-builder-py. The easiest way to build apps from your Python code

ty. An extremely fast Python type checker and language server, written in Rust.

Koopa. Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

primp. HTTP client that can impersonate web browser tls/http2 fingerprints

mcp-server. An MCP server for interacting with the Financial Datasets stock market API.

cookieconsent. :cookie: Simple cross-browser cookie-consent plugin written in vanilla js

fatura. eArşiv / eFatura Fatura Oluşturucu

hypothesis. The property-based testing library for Python

Spin. Explicit state logic model checking tool -- 2002 winner of the ACM System Software Award.

LIMO. [COLM 2025] LIMO: Less is More for Reasoning

open-r1. Fully open reproduction of DeepSeek-R1

stripe-recommendations. How to implement Stripe without going mad

browser-use. 🌐 Make websites accessible for AI agents. Automate tasks online with ease.

disable-devtool. Disable web developer tools from the f12 button, right-click and browser menu

FastUI. Build better UIs faster.

monolith. ⬛️ CLI tool and library for saving complete web pages as a single HTML file

next-entree. Next.js 14+ starter template with app router, shadcn/ui, typesafe env, icons, and configs setup.

python-us. A package for easily working with US and state metadata

congress-legislators. Members of the United States Congress, 1789-Present, in YAML/JSON/CSV, as well as committees, presidents, and vice presidents.

stockscore. A python project to fetch stock financials/statistics and perform preliminary screens to aid in the stock selection process

opentrader. 🤖 Open-source crypto trading bot | 📈 DCA & GRID strategies | ✨ UI | ⭐ Star to support the project!

LLMRank. [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

RecBole. A unified, comprehensive and efficient recommendation library

sec-edgar. Download all companies periodic reports, filings and forms from EDGAR database.

textbee. open-source sms-gateway. turn any android phone into an sms gateway

next-saas-stripe-starter. Open-source SaaS Starter with User Roles & Admin Panel. Built using Next.js 14, Prisma, Neon, Auth.js v5, Resend, React Email, Shadcn/ui, Stripe, Server Actions.

FilterNet. Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"

Integrate. a small, lightweight crate for numerical integration written in Rust.

streamlit-awesome-table. Table with many features for Streamlit. This component use Bootstrap and FontAwesome.

yamlfix. A simple opinionated yaml formatter that keeps your comments!

scrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.

saleor. Saleor Core: the high performance, composable, headless commerce API.

sulie. Access to Sulie foundation models for time-series forecasting 📈

ibis. the portable Python dataframe library

trio. Trio – a friendly Python library for async concurrency and I/O

MSGNet. MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)

sudoku-in-python-packaging. Sudoku solving in python packaging

searchless_chess. Grandmaster-Level Chess Without Search

panopticon. A wargaming platform compatible with reinforcement learning agents

D3R. PyTorch implementation of "Drift doesn't Matter: Dynamic Decomposition with Dffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection" (NeurIPS 2023)

napkin. Back-of-the-envelope stuffs in Python

mlfz. An educational machine learning library.

mesa-examples. User and showcase agent-based models developed using Mesa

Mesa-ABM-Tutorial. Jupyter Notebook

streamlit-server-state. A "server-wide" state object shared across sessions on a Streamlit server.

samformer. Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Forecasting.

streamlit-cdk-fargate. You're one command away from deploying your Streamlit app on AWS Fargate!

deploy-streamlit-on-fargate-with-aws-cdk. This repo will teach you how to deploy an ML-powered web app to AWS Fargate from start to finish using Streamlit and AWS CDK

feast. The Open Source Feature Store for AI/ML

streamlit-javascript. Streamlit component to execute javascript code on the client side and get back the result

streamlit-option-menu. streamlit-option-menu is a simple Streamlit component that allows users to select a single item from a list of options in a menu.

st-btn-select. Streamlit Button Select Component

component-template. Templates and example code for creating Streamlit Components

td. Cross-platform library for building Telegram clients

ADAS. [ICLR 2025] Automated Design of Agentic Systems

streamlit-pills. 💊 A Streamlit component to show clickable pills/badges

nlu. 1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

streamlit-draggable-list. A Streamlit wrapper component on react-smooth-dnd

streamlit-oauth. Simple OAuth Component for Streamlit App

twitter. AI Agent for Twitter Personality Analysis

Deep-Learning-C. An implement of deep learning framework and models in C

Nuitka. Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.14. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.

StreamlitAntdComponents. A Streamlit component to display Antd-Design

unsync. Unsynchronize asyncio

anysync. A lightweight library for allowing async functions to be called in a synchronous manner.

streamlit-keyup. Streamlit text input that returns value on keyup

streamlit-nested-layout. Allows columns and expanders to be nested

st_login_form. Create secure authentication forms for your Streamlit apps - in one-line of code!

streamlit-autorefresh. An autorefresh component for Streamlit apps

AMD. PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)

Fredformer. Python

babel. The official repository for Babel, the Python Internationalization Library

flask-babel. i18n and l10n support for Flask based on Babel and pytz

pyxel. A retro game engine for Python

streamlit-cookies-controller. Control client browser cookie for the site.

python-phonenumbers. Python port of Google's libphonenumber

EasyTSAD. A framework for easy running and evaluating your TSAD algorithm.

streamlit-cookies-manager. Access and change cookies from your Streamlit script

streamlit-player. A streamlit component to embed video and music players from various websites.

ui. A set of beautifully-designed, accessible components and a code distribution platform. Works with your favorite frameworks. Open Source. Open Code.

streamlit-shadcn-ui. Using shadcn-ui components in streamlit

components-hub. An automated hub of Streamlit components

amphi-etl. visual data prep powered by python

edgartools. Read and analyze SEC EDGAR filings in Python. 10-K, 8-K, XBRL financials, Form 3/4/5, 13F, ADV — clean API, well-typed, MIT-licensed.

mesop. Rapidly build AI apps in Python

taipy. Turns Data and AI algorithms into production-ready web applications in no time.

streamlit_nivo. streamlit component that render nivo charts

MFLES. Jupyter Notebook

invoke. Pythonic task management & command execution.

streamlit-lightweight-charts. Streamlit wrapper for lightweight-charts

st-card. Streamlit component for UI cards

SegRNN. [IEEE IoT-J 2026] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.

hydralit_components. A package of custom components for Streamlit and Hydralit. Can be used directly or in combination with the Hydralit package.

SparseTSF. [TPAMI 2026 & ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.

streamlit-dynamic-filters. Custom component with dynamic multiselect filters for Streamlit

Awesome_Imputation. Awesome Deep Learning for Time-Series Imputation, including an unmissable paper and tool list about applying neural networks to impute incomplete time series containing NaN missing values/data

st-annotated-text. A simple component to display annotated text in Streamlit apps.

streamlit-extras. Discover, try, install and share Streamlit re-usable bits we call "extras"!

SOFTS. Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.

streamlit-pydantic. 🪄 Auto-generate Streamlit UI from Pydantic Models and Dataclasses.

MagicLit. Supercharge Streamlit with MagicLit: Unlock the full potential of the framework for captivating and interactive web applications.

LIFT. The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

moment. MOMENT: A Family of Open Time-series Foundation Models, ICML'24

timesfm. TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

stqdm. stqdm is the simplest way to handle a progress bar in streamlit app.

streamlit-navigation-bar. A component that allows you to place a navigation bar in your Streamlit app.

streamlit_firebase_auth. Python

st_pages. An experimental version of Streamlit Multi-Page Apps

streamlit-searchbox. Streamlit searchbox that dynamically updates and provides a list of suggestions based on a provided function

lev. An extremely fast Python library for the Levenshtein distance, written in Rust. 🦀

streamlit-ace. Ace editor component for Streamlit.

llm.c. LLM training in simple, raw C/CUDA

Extra-Streamlit-Components. An all in one place, to find complex or just not available components by default on streamlit.

chromium. The official GitHub mirror of the Chromium source

ungoogled-chromium. Google Chromium, sans integration with Google

lorepy. A library to create lore plots (logistic regression of the prevalence of a categorical variable in function of a continuous feature)

mftool. ⚡ Python library for getting publically available Mutual Funds data in India

stlite. Streamlit-Lite; In-browser Streamlit 🎈🚀

ForecastPFN. Jupyter Notebook